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The pace of AI innovation isn't slowing — and neither are the questions it raises. In this edition, we spotlight cutting-edge developments in metadata tagging, health frameworks, AI regulation and workforce transformation.
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AI Con 2025
Australia's premier AI minds are gathering, and you're invited! Grab your early bird ticket for $540 (save $110) before it's too late - only two weeks left!
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Applying Your Non-Business Skills in Your Business World
Discover how four actuaries apply unexpected skills from culture, sport, family and volunteering to advance their careers and bring their full talents to work.
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APRA Insurance Data Transformation: Challenges and Opportunities
Navigate APRA and ASIC's enhanced data collection requirements while discovering strategic opportunities to leverage improved data capabilities for competitive advantage.
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$17 Trillion on the Line for Australia
The Lowy Institute outlines how Australia could unlock a $17 trillion economic opportunity by investing in AI-ready infrastructure, workforce development and responsible policy frameworks.
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Embedding Data Science in Health Care
The IFoA’s Data Science in Health and Care Working Party proposes a four-stage framework to embed data science into health and care actuarial practice – from study design to model review.
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Amsterdam’s Attempt to Build a “Fair” Fraud Detection Model
Check out this investigative deep dive into Amsterdam’s attempt to build a bias-resistant fraud model. Despite using best practices, the live trial showed persistent bias and was unable to achieve fail-safe improvement over human case workers.
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Smarter Searching: NASA AI Makes Data Easier to Find
NASA’s Global Change Master Directory Keyword Recommender evolved from human tagging to machine-powered metadata classification. Learn how it enhances discoverability, supports scalable taxonomies and reduces data management overheads.
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Using Multi-Model Data Science in Complex Environments
In this dive into fixed income, get perspectives on when to combine techniques such as statistics, machine learning and simulation to improve accuracy, reliability and insight across diverse datasets and evolving business needs.
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AI Fluency Demanded of New Zapier Employees
Zapier reveals their interview process and materials on how they assess candidates’ openness towards and understanding of AI tools. Detailed competency grades are revealed for candidates across departments.
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From Data Science Actuaries
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Artists Fight Back Against Using Their Work as Training Data
Our very own Data Science Actuaries look at Nightshade, a tool that embeds imperceptible pixel changes into digital art to protect intellectual property from model training datasets.
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We hope you enjoyed this month’s newsletter!
As always, if you come across any interesting reading over the month, please drop us a line here!
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